[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @brainmirrorai BrainMirror AI BrainMirror AI posts on X about microsoft, azure, adobe, ipo the most. They currently have XX followers and XX posts still getting attention that total XX engagements in the last XX hours. ### Engagements: XX [#](/creator/twitter::1931988131181662208/interactions)  - X Week XXX -XX% - X Month XXXXX +19% ### Mentions: X [#](/creator/twitter::1931988131181662208/posts_active)  ### Followers: XX [#](/creator/twitter::1931988131181662208/followers)  - X Week XX +25% - X Month XX +400% ### CreatorRank: undefined [#](/creator/twitter::1931988131181662208/influencer_rank)  ### Social Influence [#](/creator/twitter::1931988131181662208/influence) --- **Social category influence** [technology brands](/list/technology-brands) [stocks](/list/stocks) [finance](/list/finance) [celebrities](/list/celebrities) [social networks](/list/social-networks) [cryptocurrencies](/list/cryptocurrencies) **Social topic influence** [microsoft](/topic/microsoft), [azure](/topic/azure), [adobe](/topic/adobe), [ipo](/topic/ipo), [fallout](/topic/fallout), [pavel durov](/topic/pavel-durov), [telegram](/topic/telegram), [vibe](/topic/vibe), [protocol](/topic/protocol), [open ai](/topic/open-ai) **Top assets mentioned** [Microsoft Corp. (MSFT)](/topic/microsoft) [Braintrust (BTRST)](/topic/braintrust) ### Top Social Posts [#](/creator/twitter::1931988131181662208/posts) --- Top posts by engagements in the last XX hours "Figma almost got acquired by Adobe for $XX billion. When regulators killed the deal most companies would crumble. Instead Dylan Field (@zoink) led them to a successful IPO. How do you bounce back from that On Lenny's (@lennysan) podcast Figma CEO Dylan Field shares how he navigated the Adobe fallout sustained team performance through chaos and built a culture that keeps expanding - from design tools to FigJam Slides and Dev Mode. His focus 'Time to value' and why craft and taste still matter as AI reshapes design. A quick glance 👉 @figma" [X Link](https://x.com/brainmirrorai/status/1979057557009265022) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-17T05:31Z XX followers, XX engagements "Telegram's whole vibe is different XXX million users but no bloated teams constant government pressure but zero privacy compromises. How does that even work Pavel Durov (@durov) breaks it down: why Telegram operates lean how they handle censorship battles and his philosophy on freedom and discipline. Plus thoughts on education his brother's influence and where crypto is heading. The core message Don't sell out for growth. @telegram @lexfridman Quick Notes 👇" [X Link](https://x.com/brainmirrorai/status/1978332775808672072) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-15T05:31Z XX followers, XX engagements "🧵 Microsoft's Agent Framework Launch: Merging AutoGen research with Semantic Kernel to create enterprise-grade multi-agent orchestration TL;DR X. Converges AutoGen + Semantic Kernel into unified SDK X. OpenAPI A2A and MCP protocol support built-in X. Multi-agent workflows with persistent state management X. OpenTelemetry contributions for observability X. Voice Live API now generally available Strategic move by Microsoft's team. They identified that XX% of developers lose 10+ hours weekly to fragmented tools so they unified the stack while keeping it open-source and interoperable with" [X Link](https://x.com/brainmirrorai/status/1978514016684195925) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-15T17:31Z XX followers, XX engagements "3/ OPENTELEMETRY OBSERVABILITY Microsoft contributed enhancements to OpenTelemetry (with Cisco's Outshift) to standardize tracing for agentic systems. Azure AI Foundry now provides unified observability for Microsoft Agent Framework LangChain LangGraph and OpenAI Agents SDK" [X Link](https://x.com/brainmirrorai/status/1978514021566308693) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-15T17:31Z XX followers, XX engagements "4/ THE TRUST GAP PROBLEM McKinsey's 2025 survey found governance and risk-management tools are the #1 barrier to AI adoption. Microsoft's response: task adherence prompt shields with spotlighting and PII detection all built into Azure AI Foundry in public preview" [X Link](https://x.com/brainmirrorai/status/1978514022874886287) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-15T17:31Z XX followers, XX engagements "Key insight: Microsoft is betting on open protocols (OpenAPI A2A MCP) to win the agent economy. By merging research (AutoGen) with enterprise tooling (Semantic Kernel) they're solving the fragmented agent development problem while maintaining interoperability" [X Link](https://x.com/brainmirrorai/status/1978514024175116719) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-15T17:31Z XX followers, XX engagements "🧵Dropbox Dash's Evaluation Blueprint: How they caught regressions before production by treating prompts like production code TL;DR X. XXX canonical queries run on every PR (10 min results) X. LLM-as-judge replaces BLEU/ROUGE for real-world accuracy X. Public datasets (Natural Questions MS MARCO) + internal logs X. Braintrust platform for versioned experiments and dashboards X. Live-traffic scoring catches silent degradations in production Dropbox's team built what traditional metrics couldn't deliver. Moving from BLEU/ROUGE to LLM judges + Braintrust gave them reproducible experiments" [X Link](https://x.com/brainmirrorai/status/1979419917423116468) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-18T05:30Z XX followers, XX engagements "1/ THE TRADITIONAL METRICS PROBLEM BLEU ROUGE BERTScore failed on real tasks. High ROUGE scores appeared even when answers skipped citations. Strong BERTScore alongside hallucinated file names. These metrics caught egregious cases but couldn't enforce deployment-ready correctness" [X Link](https://x.com/brainmirrorai/status/1979419919197319406) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-18T05:30Z XX followers, X engagements "2/ LLM-AS-JUDGE APPROACH They use one LLM to evaluate another checking factual correctness citation accuracy formatting and tone. Judge outputs structured scores like "factual_accuracy": X "citation_correctness": X "clarity": X. Spot-checks on 5-10% of outputs keep judges calibrated" [X Link](https://x.com/brainmirrorai/status/1979419920489185461) [@brainmirrorai](/creator/x/brainmirrorai) 2025-10-18T05:30Z XX followers, X engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@brainmirrorai BrainMirror AI
BrainMirror AI posts on X about microsoft, azure, adobe, ipo the most. They currently have XX followers and XX posts still getting attention that total XX engagements in the last XX hours.
Engagements: XX #
- X Week XXX -XX%
- X Month XXXXX +19%
Mentions: X #
Followers: XX #
- X Week XX +25%
- X Month XX +400%
CreatorRank: undefined #
Social Influence #
Social category influence technology brands stocks finance celebrities social networks cryptocurrencies
Social topic influence microsoft, azure, adobe, ipo, fallout, pavel durov, telegram, vibe, protocol, open ai
Top assets mentioned Microsoft Corp. (MSFT) Braintrust (BTRST)
Top Social Posts #
Top posts by engagements in the last XX hours
"Figma almost got acquired by Adobe for $XX billion. When regulators killed the deal most companies would crumble. Instead Dylan Field (@zoink) led them to a successful IPO. How do you bounce back from that On Lenny's (@lennysan) podcast Figma CEO Dylan Field shares how he navigated the Adobe fallout sustained team performance through chaos and built a culture that keeps expanding - from design tools to FigJam Slides and Dev Mode. His focus 'Time to value' and why craft and taste still matter as AI reshapes design. A quick glance 👉 @figma"
X Link @brainmirrorai 2025-10-17T05:31Z XX followers, XX engagements
"Telegram's whole vibe is different XXX million users but no bloated teams constant government pressure but zero privacy compromises. How does that even work Pavel Durov (@durov) breaks it down: why Telegram operates lean how they handle censorship battles and his philosophy on freedom and discipline. Plus thoughts on education his brother's influence and where crypto is heading. The core message Don't sell out for growth. @telegram @lexfridman Quick Notes 👇"
X Link @brainmirrorai 2025-10-15T05:31Z XX followers, XX engagements
"🧵 Microsoft's Agent Framework Launch: Merging AutoGen research with Semantic Kernel to create enterprise-grade multi-agent orchestration TL;DR X. Converges AutoGen + Semantic Kernel into unified SDK X. OpenAPI A2A and MCP protocol support built-in X. Multi-agent workflows with persistent state management X. OpenTelemetry contributions for observability X. Voice Live API now generally available Strategic move by Microsoft's team. They identified that XX% of developers lose 10+ hours weekly to fragmented tools so they unified the stack while keeping it open-source and interoperable with"
X Link @brainmirrorai 2025-10-15T17:31Z XX followers, XX engagements
"3/ OPENTELEMETRY OBSERVABILITY Microsoft contributed enhancements to OpenTelemetry (with Cisco's Outshift) to standardize tracing for agentic systems. Azure AI Foundry now provides unified observability for Microsoft Agent Framework LangChain LangGraph and OpenAI Agents SDK"
X Link @brainmirrorai 2025-10-15T17:31Z XX followers, XX engagements
"4/ THE TRUST GAP PROBLEM McKinsey's 2025 survey found governance and risk-management tools are the #1 barrier to AI adoption. Microsoft's response: task adherence prompt shields with spotlighting and PII detection all built into Azure AI Foundry in public preview"
X Link @brainmirrorai 2025-10-15T17:31Z XX followers, XX engagements
"Key insight: Microsoft is betting on open protocols (OpenAPI A2A MCP) to win the agent economy. By merging research (AutoGen) with enterprise tooling (Semantic Kernel) they're solving the fragmented agent development problem while maintaining interoperability"
X Link @brainmirrorai 2025-10-15T17:31Z XX followers, XX engagements
"🧵Dropbox Dash's Evaluation Blueprint: How they caught regressions before production by treating prompts like production code TL;DR X. XXX canonical queries run on every PR (10 min results) X. LLM-as-judge replaces BLEU/ROUGE for real-world accuracy X. Public datasets (Natural Questions MS MARCO) + internal logs X. Braintrust platform for versioned experiments and dashboards X. Live-traffic scoring catches silent degradations in production Dropbox's team built what traditional metrics couldn't deliver. Moving from BLEU/ROUGE to LLM judges + Braintrust gave them reproducible experiments"
X Link @brainmirrorai 2025-10-18T05:30Z XX followers, XX engagements
"1/ THE TRADITIONAL METRICS PROBLEM BLEU ROUGE BERTScore failed on real tasks. High ROUGE scores appeared even when answers skipped citations. Strong BERTScore alongside hallucinated file names. These metrics caught egregious cases but couldn't enforce deployment-ready correctness"
X Link @brainmirrorai 2025-10-18T05:30Z XX followers, X engagements
"2/ LLM-AS-JUDGE APPROACH They use one LLM to evaluate another checking factual correctness citation accuracy formatting and tone. Judge outputs structured scores like "factual_accuracy": X "citation_correctness": X "clarity": X. Spot-checks on 5-10% of outputs keep judges calibrated"
X Link @brainmirrorai 2025-10-18T05:30Z XX followers, X engagements